DEVELOPMENT... OpenML
Run
149057

Run 149057

Task 3535 (Supervised Classification) tr41.wc Uploaded 07-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9926
Per class
F measure
0.9212
Per class
Kappa
0.9058
KB relative information score
747.5692
Mean absolute error
0.037
Mean prior absolute error
0.1652
Number of instances
878
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9219
Per class
Predictive accuracy
0.9226
Prior entropy
2.8041
Recall
0.9226
Per class
Relative absolute error
0.2241
Root mean prior squared error
0.2872
Root mean squared error
0.1178
Root relative squared error
0.4102
SciMark benchmark
938.2848
UserCPU time millis
8785990
UserCPU time millis testing
100
UserCPU time millis training
8785890